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Apache Hadoop vs. MongoDB

Apache Hadoop MongoDB + Add column
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Description Huge Data Management Document Oriented Database
Brand
Multi-user system Yes Yes
Memory minimum 10 EB ?
License
Operating system
Programming language
Database
Website hadoop.​apache.​org www.​mongodb.​org
Database model
Query language
Transactions No Yes
Unicode Yes Yes
Referential integrity No Yes
Price rating ★★★★☆ ★★★★☆
Standard compliance No No
Sharding Yes Yes
Replication Yes Yes
Map and reduce Yes Yes
Revision control Yes Yes
Atomicity Yes Conditional
Consistency Yes Yes
Isolation No Yes
Durability (data storage) Yes Yes
Horizontal scalable Yes Yes
Integrity model
Software distribution
Full text search No Yes
Preference 25% votes 75% votes
Release Date September 2007 March 2009
Documentation level ★★★★☆ ★★★★★
TTL for entries Yes Yes
Value size max. 10 PB 16 MB
Conditional entry updates Yes Yes
Composite keys Yes Yes
Free to use Yes Yes
Active Yes Yes
Compression Yes Yes
Real time analytics No Yes
WSDL Yes ?
Shared nothing architecture Yes Yes
Web interface Yes Yes
Secondary Indexes Yes Yes
Graph support Conditional No
Embeddable Yes Yes
Geospatial Indexes No Yes
Data storage
Replication mode
Native driver
Online backup Yes Yes
Data types
Partial Index No Yes
Function Based Index No No
Log Yes Yes
Implementation flexibility (17% global votes) (46% global votes)
Download hadoop.​apache.​org/​releases.​html mongodb.​org/​downloads
Backup functionality Good Good
Query Cache Yes Yes
Ease of use ★★★★☆ ★★★★★
In-Place Update No No
Free for commercial use Yes Yes
Sorts Yes Yes
Capped Collections Yes Yes
Tuneable write concerns Yes Yes
Open Source Yes Yes
Perfomance ★★★★☆ ★★★★☆
JSON Yes Yes
Geo-distributed No Yes
Max rows in query result 9 999 999 999 1 000
Stored Procedure Yes No
24/7 support No Yes
Free edition Yes Yes
SQL Queries Yes Yes
CLI` Yes Yes
¿Es una Cagada? No ?
Hadoop Integration Yes ?
Apache Spark Integration Yes Yes
Extension/Plug-in ? Yes
Multilingual content ? Yes
WYSIWYG-Editor ? Yes
Multiple projects ? Yes
Object-Relational Mapping (ORM) ? Yes
RESTful ? Yes
Lines of code ? 617 k
Database Connection Pooling ? Yes
Community Driven ? Good
Data encryption ? Yes
API ? Good
Locking model ?
Cloud platform support ?
Admin Generator ? Yes
Key length max ? 1 024
Level of access authorization ?
Read preferences ? Yes
Event Driven Architecture ? Yes
Maven support ? Yes
Triggers ? No
Cloud-enabled ? Yes
Pause Test ? Yes
Cross Domain Testing ? No
Materialized Views ? No
Pipeline Aggregation ? Yes
Spring Data Support ? Yes
Geospatial ? Yes
Server Side Java Script ? Yes
Flexible Table(Schema) ? Yes
ORM Join Support ? Yes
Re-Reduce ? Yes
Clustering over WAN ? No
Fully Distributed ? Yes
Concurrency ? Yes
Auto-Sharding ? Yes
In business since ? 2009
Multi-statement Transactions ? No
memcached protocol ? No
Does your mom understand it ? No
Monitoring UI ? Yes
Network datatype ? No
Monitoring and Management ?
Point In Time Recovery ? Yes
Does your boss understand it? ? Yes
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Apache Hadoop MongoDB
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